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                    医疗基金欺诈监测系统
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                            基于
                            <span style="color: #209978;">RF-XGB-LGB模型</span>
                            的
                            <br>
                            医疗基金欺诈监测系统
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                            利用RF-XGB-LGB模型建立一个医疗基金欺诈监测系统，
                            <br>
                            模型对医保欺诈识别的准确率达到96.99%，
                            <br>
                            该系统能够对基金交易数据进行异常检测，以发现潜在的欺诈行为。

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                    </div>
                </div>

                <div class="section function" id="function">
                    <div class="function-container">
                        <div class="function-title wow fadeInUpBig" data-wow-duration="0.5s">
                            系统
                            <span style="color: #209978">模块</span>
                            介绍
                        </div>

                        <div class="function-import function-box wow fadeInUpBig" data-wow-duration="0.5s">
                            <div class="img">
                                <svg t="1710897890832" viewBox="0 0 1170 1024" version="1.1"
                                    xmlns="http://www.w3.org/2000/svg" p-id="10840" width="100" height="100">
                                    <path d="M12.190476 0h1024v1024H12.190476z" fill="#909090" fill-opacity="0"
                                        p-id="10841"></path>
                                    <path
                                        d="M97.52381 426.666667m42.666666 0l768 0q42.666667 0 42.666667 42.666666l0 426.666667q0 42.666667-42.666667 42.666667l-768 0q-42.666667 0-42.666666-42.666667l0-426.666667q0-42.666667 42.666666-42.666666Z"
                                        fill="#4A90E2" fill-opacity=".6" p-id="10842"></path>
                                    <path
                                        d="M511.34781 795.989333L250.270476 497.621333A17.066667 17.066667 0 0 1 263.15581 469.333333h522.069333a17.066667 17.066667 0 0 1 12.885333 28.288L536.990476 795.989333a17.066667 17.066667 0 0 1-25.685333 0z"
                                        fill="#4A90E2" p-id="10843"></path>
                                    <path
                                        d="M652.190476 469.333333H396.190476V128h256zM652.190476 85.333333H396.190476V42.666667h256z"
                                        fill="#4A90E2" p-id="10844"></path>
                                    <path
                                        d="M468.72381 200.533333m42.666666 0a42.666667 42.666667 0 1 0-85.333333 0 42.666667 42.666667 0 1 0 85.333333 0Z"
                                        fill="#E02020" p-id="10845"></path>
                                </svg>
                            </div>
                            <div class="function-import-title function-title-common">
                                数据
                                <span style="color: #209978">导入</span>
                                模块
                            </div>
                            <div class="function-import-detail function-detail-common">
                                让管理人员能够将数据集导入系统中。导入的数据集能需要经过数据清洗的步骤，以确保数据的准确性和一致性。该模块可以生成预测结果，用于欺诈检测、数据分析等目的。
                            </div>
                        </div>
                        <div class="function-result function-box wow fadeInUpBig" data-wow-duration="0.5s">
                            <div class="img">
                                <svg t="1710897812390" viewBox="0 0 1024 1024" version="1.1"
                                    xmlns="http://www.w3.org/2000/svg" p-id="9796" width="100" height="100">
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                                        fill="#E9F1FF" p-id="9797"></path>
                                    <path
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                                        fill="#2C5CCB" p-id="9799"></path>
                                    <path
                                        d="M512 970.61c-12.78 0-25.57-3.29-36.97-9.87l-100.04-57.76c-11.96-6.9-16.05-22.19-9.15-34.15 6.9-11.96 22.19-16.05 34.15-9.15l100.04 57.76c7.38 4.26 16.55 4.26 23.94 0l95.6-55.2c11.96-6.9 27.25-2.81 34.15 9.15 6.9 11.96 2.81 27.25-9.15 34.15l-95.6 55.2a74.06 74.06 0 0 1-36.97 9.87zM711.5 863.02c-5.09 0-10.16-1.55-14.47-4.62a25.007 25.007 0 0 1-10.09-25.05c10.81-56.94 12.77-115.11 5.82-172.9a569.326 569.326 0 0 0-45.87-165.32c-48.93-109.06-129.7-198.4-233.57-258.37-27.63-15.95-56.71-29.65-86.43-40.7a25.002 25.002 0 0 1-16.2-21.34c-0.81-9.65 4.03-18.9 12.41-23.74l151.93-87.72c22.8-13.17 51.13-13.17 73.94 0l150.36 86.81c11.96 6.9 16.05 22.19 9.15 34.15-6.9 11.96-22.19 16.05-34.15 9.15l-150.36-86.81c-7.38-4.26-16.55-4.26-23.94 0L391.7 169.12a626.826 626.826 0 0 1 46.62 24.35c113.03 65.26 200.93 162.5 254.19 281.21a619.708 619.708 0 0 1 49.9 179.82c5.45 45.36 5.86 90.95 1.25 136.1l113.47-65.51c7.38-4.26 11.97-12.2 11.97-20.73 0-13.81 11.19-25 25-25s25 11.19 25 25c0 26.33-14.17 50.87-36.97 64.03L724 859.67a24.963 24.963 0 0 1-12.5 3.35zM894.1 457.96c-13.81 0-25-11.19-25-25V319.65c0-8.52-4.59-16.47-11.97-20.73L754.04 239.4c-11.96-6.9-16.05-22.19-9.15-34.15 6.9-11.96 22.19-16.05 34.15-9.15l103.09 59.52c22.8 13.16 36.97 37.7 36.97 64.03v113.32c0 13.8-11.2 24.99-25 24.99z"
                                        fill="#2C5CCB" p-id="9800"></path>
                                    <path d="M0 513.47h1024v1H0z" fill="#2C5CCB" p-id="9801"></path>
                                </svg>
                            </div>
                            <div class="function-result-title function-title-common">
                                欺诈
                                <span style="color: #209978">检测</span>
                                模块
                            </div>
                            <div class="function-result-detail function-detail-common">
                                对导入的数据进行分析和处理，以检测可能的欺诈行为。该模块使用RF-XGB模型识别和预测欺诈行为，从而提供有关数据集中潜在欺诈的信息和警报。
                            </div>
                        </div>
                        <div class="function-analysis function-box wow fadeInUpBig" data-wow-duration="0.5s">
                            <div class="img">
                                <svg t="1710897962719" viewBox="0 0 1024 1024" version="1.1"
                                    xmlns="http://www.w3.org/2000/svg" p-id="12836" width="100" height="100">
                                    <path
                                        d="M26.8 906.25l970.35-0.15v90.95c-308.3 0-662.15 0.05-970.35 0.05v-90.85zM208.75 721l221.7 14.1 122.9-88.4c6.3-4.55 13.75-6.3 20.8-5.55v-0.05l203.4 22.05 217.9-70c0.6-0.15 1.1-0.35 1.7-0.5v63.4l-205.9 66.2c-4.25 1.6-8.9 2.25-13.75 1.75l-198.3-21.5-120.9 87c-5.65 4.6-12.95 7.1-20.75 6.65l-228.7-14.55V721h-0.1z m0-427.45l71.7 9.65 136.35-197.8c5.55-8.05 16.2-8.85 22.95-2.25l123.9 121.05 121.8-151.35c3.8-4.7 9.7-6.7 15.5-5.2l133.65 34.1 162.5-74.9v33.3l-153.95 70.95c-3.2 1.7-7 2.25-10.8 1.3L702.95 99.5l-126.05 156.65c-5.7 7.1-15.7 7.95-22.35 1.4L431.5 137.35 300.1 327.9c-3 4.3-9.2 7.1-14.25 6.45l-77.1-10.4v-30.4zM26.8 686.4h90.95v90.95H26.8v-90.95z m0-219.9h90.95v91H26.8V466.5z m0-219.8h90.95v90.95H26.8V246.7z m0-219.85h90.95v91H26.8v-91zM997.2 455.2V79.9l-262.4 337.8-226.55-61.1-158.4 189.7-141.1 44.65v63.15l171.45-43.35 139.45-106.3 245.45 87.6z"
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                                </svg>
                            </div>
                            <div class="function-analysis-title function-title-common">
                                数据
                                <span style="color: #209978">分析</span>
                                模块
                            </div>
                            <div class="function-analysis-detail function-detail-common">
                                对导入的数据进行统计分析和可视化。该模块提供各种数据分析工具和功能，以探索数据集中的模式、关联和趋势。通过数据分析，用户可以获得有关数据集的洞察和见解，从而支持决策和优化业务流程。
                            </div>
                        </div>
                    </div>
                </div>

                <div class="section character" id="character">
                    <div class="character-container">
                        <div class="character-title wow fadeInUpBig" data-wow-duration="0.5s">
                            面向
                            <span style="color: #209978">
                                医保中心
                            </span>
                        </div>
                        <div class="character-detail wow fadeInUpBig" data-wow-duration="0.5s">
                            <div class="line"></div>
                            <span style="margin: 0 30px">
                                为医保中心先进工具和支持，铸就共和国医保的坚实后盾
                            </span>
                            <div class="line"></div>
                        </div>

                        <div class="card-container wow fadeInUpBig" data-wow-duration="0.5s">
                            <el-card shadow="hover">
                                <div class="img">
                                    <svg t="1710906589711" viewBox="0 0 1024 1024" version="1.1"
                                        xmlns="http://www.w3.org/2000/svg" p-id="21770" width="100" height="100">
                                        <path
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                                </div>
                                <div class="character-decilne-detail character-detail-common">
                                    通过分析和识别异常的医疗费用记录、虚假医疗服务和其他欺诈行为，帮助医保中心及时发现和防止欺诈活动，减少医疗基金的滥用和浪费，保护医疗资源的合理分配
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                                <div class="character-effect-detail character-detail-common">
                                    自动化和智能化地进行数据分析和模式识别，大大提高了审核的效率和准确性。医保中心的工作人员可以更快速地审核和处理医疗费用记录，确保资金的正确使用。
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                                <div class="character-risk-detail character-detail-common">
                                    减少不必要的人力投入和时间成本，提高工作效率。通过及时发现和拦截欺诈行为，可以避免医保中心支付不合理的医疗费用，减少财务损失和风险
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35.213896c0-8.032498 0-15.921558 0.430313-23.882337 0.143437-2.653593 0.358594-5.307186 0.502031-7.960778z"
                                            fill="#4CA8A2" p-id="81185"></path>
                                        <path
                                            d="M1025.1475 494.357193c0.932343 257.039922-191.13041 493.568287-429.021432 528.35187l-1.721249-465.382827z"
                                            fill="#F4F4F4" p-id="81186"></path>
                                        <path
                                            d="M1015.322034 489.050007l-430.742681 62.969043 1.721249 465.382827 9.825466 5.307186-1.721249-465.382827 430.742681-62.969043-9.825466-5.307186z"
                                            fill="#DDDDDD" p-id="81187"></path>
                                    </svg>
                                </div>
                                <div class="character-analysis-detail character-detail-common">
                                    进行深入的数据分析，发现潜在的欺诈模式和趋势，并帮助医保中心优化策略、改进政策，并以此为依据来制定更加合理和精确的医保政策
                                </div>
                            </el-card>

                        </div>
                    </div>
                </div>

            </div>
        </el-main>
    </el-container>
</template>

<script>

export default {
    data() {
        return {
            menuData: [
                {
                    query: { info: 'home' },
                    name: 'home',
                    label: '首页',
                },
                {
                    query: { info: 'function' },
                    name: 'function',
                    label: '功能模块',
                },
                {
                    query: { info: 'character' },
                    name: 'character',
                    label: '用户对象',
                }
            ],
            activeMenu: '',  // 记录当前激活菜单的索引或标识
        }
    },
    methods: {
        toWelcome() {
            this.$router.push('/welcome');
        },
        scrollToSection(item) {
            if (this.$route.query.info !== item.query.info) {
                // 跳转页面
                this.$router.push({ path: '/', query: { info: item.query.info } });
            }

            let targetElem = document.getElementById(item.name);
            if (targetElem) {
                targetElem.scrollIntoView({ behavior: 'smooth' });
            }
        },
        handleScroll() {
            const scrollContainer = document.getElementById('main');
            const currentScrollPos = scrollContainer.scrollTop;

            const sections = document.querySelectorAll('.section');
            let currentSectionId = null;

            // 找到当前显示在浏览器中的页面的 id
            for (let i = 0; i < sections.length; i++) {
                const section = sections[i];
                const rect = section.getBoundingClientRect();

                if (rect.top > 0) {
                    currentSectionId = section.id;
                    break;
                }
            }

            // 根据当前页面的 id 进行跳转
            if (currentSectionId) {
                if (this.$route.query.info !== currentSectionId) {
                    this.$router.push({ path: '/', query: { info: currentSectionId } }).then(() => {
                        this.activeMenu = currentSectionId;
                    });
                }
            }
        },
    },
    mounted() {
        // 动画
        new this.$wow.WOW({
            // 距离可视区域多少开始执行动画
            offset: 150,
            // 异步加载的内容是否有效
            live: true,
            scrollContainer: '.main'
        }).init();

        // “重定向”
        if (this.$route.query.info === undefined) {
            this.$router.push({ path: '/', query: { info: 'home' } });

            this.activeMenu = 'home';
        } else if (this.$route.query.info !== 'home') {
            this.$router.push({ path: '/', query: { info: 'home' } });
            this.activeMenu = 'home';
        } else {
            this.activeMenu = 'home';
        }

        // 滚动
        const scrollableDiv = document.getElementById('main');
        scrollableDiv.addEventListener('scroll', this.handleScroll);
    },
    beforeDestroy() {
        const scrollableDiv = document.getElementById('main');

        scrollableDiv.removeEventListener('scroll', this.handleScroll);
    },
}
</script>

<style lang="less" scoped>
@import url('../style/apply/apply1.css');
@import url('../style/radio/radio_into.css');

.el-container {
    a {
        text-decoration: none;
    }

    .line {
        width: 200px;
        height: 10px;
        background-color: #209877;
        display: inline-block;
    }

    .el-header {
        box-shadow: 5px 0 5px rgba(0, 0, 0, 0.1);
        z-index: 1;
        position: fixed;
        width: 100vw;

        .header {
            padding: 0 20px;
            background-color: #fff;
            color: #000;
            height: 60px;
            display: flex;
            align-items: center;

            .title {
                font-size: 20px;
                font-weight: 700;
            }

            .el-menu {
                margin-left: 40px;

                .el-menu-item {
                    font-size: 16px;
                }

            }

            .el-menu--horizontal>.el-menu-item.is-active {
                border-bottom: 2px solid #209978;
                background-color: #cde4de !important;
            }

            .button-apply {
                position: absolute;
                right: 20px;
            }
        }
    }

    .el-main {
        padding: 0;

        .main {
            margin-top: 60px;
            scroll-snap-type: y mandatory;
            overflow-y: scroll;
            overflow-x: hidden;
            height: calc(100vh - 60px);

            .background {
                position: fixed;
                z-index: 0;
            }

            .section {
                width: 100vw;
                height: calc(100vh - 60px);
                scroll-snap-align: start;
                background-color: #f0f1f2;
            }

            .home {
                display: flex;
                justify-content: center;
                align-items: center;

                .home-container {
                    z-index: 1;

                    .home-title {
                        font-size: 60px;
                        font-weight: 700;
                    }

                    .home-detail {
                        margin-top: 10px;
                        font-size: 20px;
                        color: #6e7381;
                    }

                    .home-button {
                        margin-top: 20px;
                        display: flex;

                        .button-apply {
                            margin-right: 20px;
                        }
                    }
                }

                .img {
                    margin-left: 30px;
                }
            }

            .function {
                position: relative;
                background-color: #deeae6;

                .function-container {
                    .function-title {
                        position: absolute;
                        top: 220px;
                        left: 250px;
                        font-size: 60px;
                        font-weight: 700;
                    }

                    .function-box {
                        width: 560px;
                        height: 150px;
                        position: absolute;

                        .img {
                            position: absolute;
                        }

                        .function-title-common {
                            position: absolute;
                            left: 120px;
                            font-size: 25px;
                            font-weight: 500;
                        }

                        .function-detail-common {
                            position: absolute;
                            left: 120px;
                            top: 30px;
                            font-size: 15px;
                            margin-top: 10px;
                            color: #6e7381;
                        }
                    }

                    .function-import {
                        top: 220px;
                        left: 850px;
                    }

                    .function-result {
                        top: 420px;
                        left: 150px;
                    }

                    .function-analysis {
                        top: 420px;
                        left: 850px;
                    }
                }
            }

            .character {
                display: flex;
                justify-content: center;
                align-items: center;

                .character-container {
                    .character-title {
                        text-align: center;
                        font-size: 60px;
                        font-weight: 700;
                    }

                    .character-detail {
                        color: #6e7381;
                        font-size: 25px;
                        text-align: center;
                        margin: 30px 0;
                    }

                    .card-container {
                        display: flex;
                        justify-content: space-around;
                        align-items: center;

                        .el-card {
                            width: 350px;
                            height: 400px;
                            margin-right: 20px;
                            margin-top: 30px;
                        }

                        .img {
                            text-align: center;
                        }

                        .character-detail-common {
                            margin: 0 30px;
                            margin-top: 40px;
                            font-size: 20px;
                        }
                    }
                }
            }
        }
    }
}
</style>